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Journal of Machine Intelligence and Data Science最新文献

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Robust Adaptive Control for Uncertain Wearable Exoskeleton Robot Using Time Delay Estimation 基于时滞估计的不确定可穿戴外骨骼机器人鲁棒自适应控制
Pub Date : 1900-01-01 DOI: 10.11159/jmids.2020.001
B. Brahmi, M. Saad, Youcef Saidi, C. Ochoa-Luna, M. Rahman
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引用次数: 0
An Experimental Set-up and Performance Evaluation of EPON-Based 5G RAN Architecture Enabled by Distributed Network Control Management 分布式网络控制管理下基于epn的5G RAN架构的实验建立与性能评估
Pub Date : 1900-01-01 DOI: 10.11159/jmids.2021.004
S. R. Zaidi, A. Carranza
The multifaceted technological boom as driven by mobile and IoT devices requires more bandwidth by the day. Some applications such as gaming and real-time streaming services in ultra-high definition have higher bandwidth as well low latency requirement. The only viable solution for these data hungry applications is fiber-wireless (FiWi) network architecture. Though numerous hybrid Fiber-Wireless network architectures have been expected to utilize the fiber-based Passive Optical Network (PON) access infrastructure to backhaul mobile traffic, most of these architectures, however, have utilized the typically centralized tree-based PON topology, which can only support a centralized Radio Access Network (RAN) architecture. A converged PON-5G access infrastructure must be capable of supporting a distributed architecture as well as distributed Network Control and Management (NCM) operations. The major weakness is that mainstream PONs are typically deployed as tree topologies and the tree-based topology can neither support the distributed access architecture nor intercommunication among the access nodes (ONUs) attached to the PON. In this study we devise a fully distributed Ring-Based EPON architecture that enables the support of a converged PON-5G LTE access networking transport infrastructure utilizing distributed network control management to seamlessly backhaul both mobile and wireline multimedia traffic and services. An experimental set-up is also employed to measure BER and eye diagram of the proposed architecture.
由移动和物联网设备驱动的多方面技术繁荣需要更多的带宽。超高清游戏、实时流媒体服务等应用对带宽要求较高,对延迟要求较低。对于这些需要大量数据的应用程序,唯一可行的解决方案是光纤-无线(FiWi)网络架构。尽管许多混合光纤-无线网络架构有望利用基于光纤的无源光网络(PON)接入基础设施来回传移动流量,但这些架构中的大多数都利用了典型的集中式树状PON拓扑结构,只能支持集中式无线接入网(RAN)架构。融合PON-5G接入基础设施必须能够支持分布式架构和分布式网络控制与管理(NCM)操作。其主要缺点是主流PON通常采用树型拓扑结构,这种树型拓扑结构既不支持分布式接入架构,也不支持PON所连接的onu之间的互通。在这项研究中,我们设计了一个完全分布式的基于环的EPON架构,它能够支持融合的PON-5G LTE接入网络传输基础设施,利用分布式网络控制管理无缝回传移动和有线多媒体流量和服务。利用实验装置测量了该结构的误码率和眼图。
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引用次数: 0
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Journal of Machine Intelligence and Data Science
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